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Mobi2Sense: Empowering Wireless Sensing with Mobility

  • Fusang Zhang
  • , Jie Xiong
  • , Zhaoxin Chang
  • , Junqi Ma
  • , Daqing Zhang
  • CAS - Institute of Software
  • University of Chinese Academy of Sciences
  • University of Massachusetts
  • TELECOM SudParis
  • Peking University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Besides the conventional communication function, wireless signals are actively exploited for sensing purposes recently. However, a missing component of existing wireless sensing is sensing under device motions. This is challenging because device motions can easily overwhelm target motions such as chest displacement used for respiration sensing. This paper takes a first step in the direction of involving device mobility into the ecosystem of wireless sensing. Owning to the miniaturization and low cost of ultra-wideband (UWB) chip in recent years, we propose to integrate the accuracy of UWB sensing with mobility to support truly ubiquitous wireless sensing. We propose Mobi2Sense, a system design to support sensing under device motions. We propose novel signal processing schemes to remove the effect of device motions on sensing and prototype Mobi2Sense using commodity UWB hardware. Real-world applications demonstrate that even in the presence of device motions, fine-grained Mobi2Sense is able to capture subtle target motions to "hear"music, "see"human respiration, and "recognize"multi-Target gestures at a high accuracy.

源语言英语
主期刊名ACM MobiCom 2022 - Proceedings of the 2022 28th Annual International Conference on Mobile Computing and Networking
出版商Association for Computing Machinery
268-281
页数14
ISBN(电子版)9781450391818
DOI
出版状态已出版 - 14 10月 2022
已对外发布
活动28th ACM Annual International Conference on Mobile Computing and Networking, MobiCom 2022 - Sydney, 澳大利亚
期限: 17 10月 220221 10月 2202

出版系列

姓名Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM
ISSN(印刷版)1543-5679

会议

会议28th ACM Annual International Conference on Mobile Computing and Networking, MobiCom 2022
国家/地区澳大利亚
Sydney
时期17/10/0221/10/02

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